Period
to 18 February 2018

The following table provides summary statistics for contract job vacancies advertised in Leeds with a requirement for Data Management skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Management over the 6 months to 18 February 2018 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Data Management
6 months to
18 Feb 2018
Same period 2017 Same period 2016
Rank 96 113 96
Rank change year-on-year +17 -17 -6
Contract jobs citing Data Management 40 20 55
As % of all contract IT jobs advertised in Leeds 1.72% 0.89% 1.83%
As % of the Processes & Methodologies category 2.00% 1.04% 2.10%
Number of daily rates quoted 41 13 50
Leeds median daily rate £425 £450 £503
Median daily rate % change year-on-year -5.56% -10.45% +18.24%
10th Percentile £259 £340 £336
90th Percentile £615 £500 £740
West Yorkshire median daily rate £425 £425 £475
% change year-on-year - -10.53% +18.75%
Number of hourly rates quoted 0 1 0
Leeds median hourly rate - £14.00 -
West Yorkshire median hourly rate - £14.00 £9.00
% change year-on-year - +55.56% -59.09%

Data Management is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Leeds with a requirement for process or methodology skills.

All Process and Methodology Skills
Leeds
Contract vacancies with a requirement for process or methodology skills 2,003 1,925 2,613
As % of all contract IT jobs advertised in Leeds 85.93% 85.75% 87.01%
Number of daily rates quoted 1,390 1,259 1,787
Leeds median daily rate £410 £400 £400
Median daily rate % change year-on-year +2.50% - +10.34%
10th Percentile £275 £275 £275
90th Percentile £545 £550 £586
West Yorkshire median daily rate £400 £400 £390
% change year-on-year - +2.56% +4.00%
Number of hourly rates quoted 43 26 49
Leeds median hourly rate £40.00 £13.50 £15.00
Median hourly rate % change year-on-year +196.30% -10.00% -2.80%
West Yorkshire median hourly rate £16.00 £14.53 £15.36
% change year-on-year +10.10% -5.36% -4.03%

Data Management
Job Vacancy Trend in Leeds

Job postings citing Data Management as a percentage of all IT jobs advertised in Leeds.

Job vacancy trend for Data Management in Leeds

Data Management
Contractor Daily Rate Trend in Leeds

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Data Management in Leeds.

Contractor daily rate trend for Data Management in Leeds

Data Management
Contractor Daily Rate Histogram in Leeds

The daily rate distribution of IT jobs citing Data Management in Leeds over the 6 months to 18 February 2018.

Contractor daily rate histogram for Data Management in Leeds

Data Management
Contractor Hourly Rate Trend in Leeds

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing Data Management in Leeds.

Contractor hourly rate trend for Data Management in Leeds

For the 6 months to 18 February 2018, IT contractor jobs citing Data Management also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the Leeds region with a requirement for Data Management.

1 20 (50.00%) SQL
2 17 (42.50%) Agile Software Development
3 16 (40.00%) ETL
3 16 (40.00%) Microsoft
4 15 (37.50%) Business Intelligence
4 15 (37.50%) Data Analysis
5 14 (35.00%) SQL Server Integration Services
5 14 (35.00%) Finance
6 12 (30.00%) SAS
6 12 (30.00%) SQL Server
6 12 (30.00%) Power BI
7 10 (25.00%) Data Warehouse
8 9 (22.50%) Microsoft Excel
8 9 (22.50%) Analytical Skills
9 8 (20.00%) Data Modelling
9 8 (20.00%) Management Information System
10 7 (17.50%) QA
10 7 (17.50%) Oracle
10 7 (17.50%) Dashboard Development
10 7 (17.50%) Data Governance
11 6 (15.00%) Data Quality
11 6 (15.00%) Analytics
11 6 (15.00%) Performance Tuning
11 6 (15.00%) Data Integration
11 6 (15.00%) Java
11 6 (15.00%) Migration
12 5 (12.50%) Degree
12 5 (12.50%) SQL Server Analysis Services
12 5 (12.50%) Unix
12 5 (12.50%) Data Architecture

Data Management
Co-occurring IT Skills in Leeds by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 12 (30.00%) SAS
2 3 (7.50%) SharePoint
2 3 (7.50%) SharePoint 2013
3 2 (5.00%) Confluence
4 1 (2.50%) MS Exchange
4 1 (2.50%) NetWeaver
Applications
1 9 (22.50%) Microsoft Excel
2 3 (7.50%) Microsoft Office
2 3 (7.50%) Spreadsheet
3 1 (2.50%) MS Visio
Business Applications
1 1 (2.50%) SAP MDM
1 1 (2.50%) SAP R/3
1 1 (2.50%) SAP S/4HANA
Cloud Services
1 2 (5.00%) SuccessFactors
2 1 (2.50%) Microsoft Azure
2 1 (2.50%) Office 365
2 1 (2.50%) PaaS
2 1 (2.50%) SaaS
Communications & Networking
1 2 (5.00%) DNS
1 2 (5.00%) Firewall
Database & Business Intelligence
1 14 (35.00%) SQL Server Integration Services
2 12 (30.00%) Power BI
2 12 (30.00%) SQL Server
3 10 (25.00%) Data Warehouse
4 5 (12.50%) SQL Server Analysis Services
5 4 (10.00%) Big Data
5 4 (10.00%) Enterprise Data Warehouse
5 4 (10.00%) Relational Database
5 4 (10.00%) SQL Server Reporting Services
6 3 (7.50%) Hadoop
6 3 (7.50%) Microsoft Analysis Services
6 3 (7.50%) NoSQL
6 3 (7.50%) SQL Server 2012
6 3 (7.50%) SSDT
7 2 (5.00%) Apache Hive
7 2 (5.00%) Data Lake
7 2 (5.00%) HBase
7 2 (5.00%) MongoDB
7 2 (5.00%) PostgreSQL
8 1 (2.50%) SAS EBI
Development Applications
1 4 (10.00%) Jenkins
2 3 (7.50%) SQL Server Management Studio (SSMS)
2 3 (7.50%) Visual Studio
3 2 (5.00%) Git (software)
3 2 (5.00%) JIRA
3 2 (5.00%) Selenium
4 1 (2.50%) ERwin
General
1 14 (35.00%) Finance
2 3 (7.50%) Banking
3 2 (5.00%) Marketing
4 1 (2.50%) Retail
4 1 (2.50%) Retail Banking
Job Titles
1 14 (35.00%) Analyst
2 5 (12.50%) Architect
2 5 (12.50%) Data Analyst
2 5 (12.50%) Developer
3 4 (10.00%) Business Intelligence Analyst
3 4 (10.00%) Business Intelligence Developer
3 4 (10.00%) Data Engineer
3 4 (10.00%) Data Manager
3 4 (10.00%) Senior Data Engineer
4 3 (7.50%) Data Architect
5 2 (5.00%) Analyst Developer
5 2 (5.00%) Consultant
5 2 (5.00%) Data Consultant
5 2 (5.00%) DevOps Systems Engineer
5 2 (5.00%) Migration Consultant
5 2 (5.00%) Solutions Architect
5 2 (5.00%) SQL Analyst
5 2 (5.00%) Systems Analyst
5 2 (5.00%) Systems Engineer
5 2 (5.00%) Test Engineer
Libraries, Frameworks & Software Standards
1 1 (2.50%) SAP Basis
Miscellaneous
1 9 (22.50%) Analytical Skills
2 8 (20.00%) Management Information System
3 2 (5.00%) Clustering
3 2 (5.00%) Data Structures
3 2 (5.00%) Enterprise Software
4 1 (2.50%) Credit Risk
4 1 (2.50%) Data Centre
4 1 (2.50%) Data Protection Act
4 1 (2.50%) Market Risk
4 1 (2.50%) Mobile App
4 1 (2.50%) NHS
Operating Systems
1 5 (12.50%) Unix
2 2 (5.00%) Linux
Processes & Methodologies
1 17 (42.50%) Agile Software Development
2 16 (40.00%) ETL
3 15 (37.50%) Business Intelligence
3 15 (37.50%) Data Analysis
4 8 (20.00%) Data Modelling
5 7 (17.50%) Dashboard Development
5 7 (17.50%) Data Governance
6 6 (15.00%) Analytics
6 6 (15.00%) Data Integration
6 6 (15.00%) Migration
6 6 (15.00%) Performance Tuning
7 5 (12.50%) Data Architecture
7 5 (12.50%) Open Source
8 4 (10.00%) Business Analysis
8 4 (10.00%) Collaborative Working
8 4 (10.00%) Continuous Improvement
8 4 (10.00%) Data Engineering
8 4 (10.00%) Data Migration
8 4 (10.00%) Data Reconciliation
8 4 (10.00%) Data Strategy
Programming Languages
1 20 (50.00%) SQL
2 6 (15.00%) Java
3 4 (10.00%) Shell Script
3 4 (10.00%) T-SQL
4 3 (7.50%) PL/SQL
5 2 (5.00%) JavaScript
5 2 (5.00%) PHP
6 1 (2.50%) R
6 1 (2.50%) VBA
Qualifications
1 5 (12.50%) Degree
2 4 (10.00%) MCSE
2 4 (10.00%) Microsoft Certification
3 3 (7.50%) Security Cleared
4 1 (2.50%) BPSS Clearance
4 1 (2.50%) CCDP
4 1 (2.50%) CCIE
4 1 (2.50%) CCNP
4 1 (2.50%) Chartered Engineer
4 1 (2.50%) Cisco Certification
4 1 (2.50%) CISM
4 1 (2.50%) CISSP
4 1 (2.50%) MCSA
4 1 (2.50%) PRINCE2 Certification
4 1 (2.50%) PRINCE2 Practitioner
Quality Assurance & Compliance
1 7 (17.50%) QA
2 6 (15.00%) Data Quality
3 1 (2.50%) GDPR
System Software
1 1 (2.50%) Active Directory
Systems Management
1 2 (5.00%) Ansible
1 2 (5.00%) CFEngine
1 2 (5.00%) Opscode Chef
1 2 (5.00%) Puppet
1 2 (5.00%) Salt
2 1 (2.50%) SCCM
2 1 (2.50%) Systems Management Server (SMS)
Vendors
1 16 (40.00%) Microsoft
2 7 (17.50%) Oracle
3 5 (12.50%) Tableau
4 4 (10.00%) Informatica
5 3 (7.50%) Cisco
5 3 (7.50%) SAP
6 2 (5.00%) Atlassian
6 2 (5.00%) CheckPoint
6 2 (5.00%) F5
6 2 (5.00%) Juniper
6 2 (5.00%) Red Hat
7 1 (2.50%) CA
7 1 (2.50%) Cloudera
7 1 (2.50%) Datameer
7 1 (2.50%) Hortonworks